Giter Site home page Giter Site logo

prathami1 / facial-emotions Goto Github PK

View Code? Open in Web Editor NEW
0.0 0.0 0.0 10.25 MB

This software can recognize a person's user data and their emotions. Built on top of tensorflow.js core, which implements several CNNs (Convolutional Neural Networks) to solve face detection, face recognition and face landmark detection. Optimized for the web and for mobile devices.

Home Page: https://prathami1.tech/projects/

JavaScript 36.99% HTML 36.60% CSS 26.41%
node-js node-module javascript face-api face-apijs face-recognition face-recognition-python tensorflow cnn-for-visual-recognition

facial-emotions's Introduction

Facial Emotions with Face API

This website, built with face-api-js, can recognize a person's user data and their emotions. Built on top of tensorflow.js core, which implements several CNNs (Convolutional Neural Networks) to solve face detection, face recognition and face landmark detection.

How it works

As this is a website, it is built with HTML, and CSS, for the major structuring and styling of the webpage. For the face emotional recognition aspect of the web application, the program features a video portion in the <body> of the page. This video then feeds a camera view of the user to the webpage, for both the API and the user to see. With the camera view, the API then compares what it analyzes with the /models the root directory provides, to then decide what emotion the user currently is experiencing.

Project in action

Here is a view of the website with different test subjects (as emotions, not different humans).

Dependencies utilized

  • Face API
  • HTML & CSS
  • Tensorflow (API)

facial-emotions's People

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.